Patents by Inventor Muhammad Azam

Muhammad Azam has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Method and device for forecasting computational needs of an application
    Patent number: 8180716
    Abstract: The invention comprises methods and devices of forecasting future computational needs of an application based on input load, where the application comprises a plurality of processes executed on a plurality of computing devices. The method of the invention proceeds by monitoring at least a computational load characteristic of at least a first process executed on a first computing device and a second process executed on a second computing device. A mathematical relationship between input load and the computational load characteristic is established, and future computational needs are forecasted based on the established mathematical relationship.
    Type: Grant
    Filed: March 24, 2008
    Date of Patent: May 15, 2012
    Assignee: AT&T Intellectual Property I, L.P.
    Inventors: Madhukar Kshirsagar, Muhammad Azam, Angelo Estela, Ajay Joshi, David Lu
  • Method and device for forecasting computational needs of an application
    Publication number: 20090240476
    Abstract: The invention comprises methods and devices of forecasting future computational needs of an application based on input load, where the application comprises a plurality of processes executed on a plurality of computing devices. The method of the invention proceeds by monitoring at least a computational load characteristic of at least a first process executed on a first computing device and a second process executed on a second computing device. A mathematical relationship between input load and the computational load characteristic is established, and future computational needs are forecasted based on the established mathematical relationship.
    Type: Application
    Filed: March 24, 2008
    Publication date: September 24, 2009
    Inventors: Madhukar Kshirsagar, Muhammad Azam, Angelo Estela, Ajay Joshi, David Lu